import boto3
from boto3.s3.transfer import TransferConfig
from botocore import UNSIGNED
from botocore.config import Config
import json

soracom_beam_endpoint = 'http://beam.soracom.io:18080'

def invoke_endpoint(endpoint_name, hour, temperature, humidity):

    client = boto3.client('sagemaker-runtime', use_ssl=False,
                                       endpoint_url=soracom_beam_endpoint,
                                       config=Config(signature_version=UNSIGNED))

    response = client.invoke_endpoint(
        EndpointName=endpoint_name,
        Body='{},{},{}'.format(hour, temperature, humidity),
        ContentType='text/csv',
        Accept='application/json'
    )
    body = response['Body']
    print(json.load(body))

# python -c "import sagemaker_invoke_endpoint; sagemaker_invoke_endpoint.invoke_endpoint(endpoint_name='sagemaker-xgboost-2023-01-24-04-29-35-481', hour=7, temperature=2, humidity=71)"